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- All HBS Web
(2,098)
- People (3)
- News (356)
- Research (1,311)
- Events (13)
- Multimedia (4)
- Faculty Publications (461)
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- September 2018
- Article
Aggregation of Consumer Ratings: An Application to Yelp.com
By: Weijia Dai, Ginger Jin, Jungmin Lee and Michael Luca
Because consumer reviews leverage the wisdom of the crowd, the way in which they are aggregated is a central decision faced by platforms. We explore this "rating aggregation problem" and offer a structural approach to solving it, allowing for (1) reviewers to vary in... View Details
Keywords: User Generated Content; Crowdsourcing; Yelp; Social and Collaborative Networks; Information; Internet and the Web; Learning; Mathematical Methods; E-commerce
Dai, Weijia, Ginger Jin, Jungmin Lee, and Michael Luca. "Aggregation of Consumer Ratings: An Application to Yelp.com." Quantitative Marketing and Economics 16, no. 3 (September 2018): 289–339.
- 30 Aug 2020
- Working Paper Summaries
Consumers Punish Firms that Cut Employee Pay in Response to COVID-19
- 03 Mar 2003
- Research & Ideas
The Basics of Consumer Marketing in Asia
Consumer product makers looking to sell in Asia cannot expect the relative homogeneity they find in the U.S. or European countries, according to the panelists at the "Consumer Marketing in Asia" panel at the HBS Asia Business... View Details
Keywords: by Julie Jette
- September–October 2019
- Article
How Purchase Probability Scales Can Shed Light on Consumer Purchase Intentions
By: Rene Befurt and Alvin J. Silk
Market researchers generally, and survey experts specifically, study consumers to learn about their behavior: What are consumers’ opinions, attitudes, thoughts, and actions at the various stages of the buying process? Especially in litigation cases, these and other... View Details
Befurt, Rene, and Alvin J. Silk. "How Purchase Probability Scales Can Shed Light on Consumer Purchase Intentions." Landslide: Advancing Intellectual Property Law 12, no. 1 (September–October 2019): 51–54.
- July 2008 (Revised May 2009)
- Case
The Springfield Nor'easters: Maximizing Revenues in the Minor Leagues
By: Frank V. Cespedes, Christopher H. Lovelock and Laura Winig
The marketing director of a new minor-league baseball team must design, conduct, and then interpret survey research to determine optimal ticket pricing that will yield large attendance figures and contribute to the owner's goal of breaking even in the first year of... View Details
Keywords: Market Research; Quantitative Analysis; Consumer Marketing; Pricing Strategy; Price; Marketing Strategy; Mathematical Methods; Product Launch; Sports; Sports Industry; Massachusetts
Cespedes, Frank V., Christopher H. Lovelock, and Laura Winig. "The Springfield Nor'easters: Maximizing Revenues in the Minor Leagues." Harvard Business School Brief Case 082-510, July 2008. (Revised May 2009.)
- 23 Oct 2018
- First Look
New Research and Ideas, October 23, 2018
researchers to test and build new theories at a more granular level. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=55151 forthcoming American Economic Review Beliefs about Gender By: Bordalo, Pedro, Katherine Baldiga... View Details
Keywords: Dina Gerdeman
- October 2023
- Article
Speedy Activists: Firm Response Time to Sociopolitical Events Influences Consumer Behavior
By: Jimin Nam, Maya Balakrishnan, Julian De Freitas and Alison Wood Brooks
Organizations face growing pressure from their consumers and stakeholders to take public stances on sociopolitical issues. However, many are hesitant to do so lest they make missteps, promises they cannot keep, appear inauthentic, or alienate consumers, employees, or... View Details
Nam, Jimin, Maya Balakrishnan, Julian De Freitas, and Alison Wood Brooks. "Speedy Activists: Firm Response Time to Sociopolitical Events Influences Consumer Behavior." Special Issue on Consumer Insights from Text Analysis edited by Grant Packard, Sarah G. Moore, and Jonah Berger. Journal of Consumer Psychology 33, no. 4 (October 2023): 632–644.
- 24 Oct 2011
- Research & Ideas
The Yelp Factor: Are Consumer Reviews Good for Business?
In recent years, consumer review sites including Yelp, Citysearch, and TripAdvisor have become the first stop for recommendations on everything from dinner to dentists. Along the way, they've earned a loyal following from fans, but also... View Details
- 07 Apr 2022
- Research & Ideas
Giving Back: Consumers Care More About How Companies Donate Than How Much
seems like a sizable portion of the firm’s earnings. In fact, consumers favor brands that seem to be giving a larger cut of their profits, even if the total dollar amount is lower compared to brands that give a smaller proportion of... View Details
Keywords: by Pamela Reynolds
- Research Summary
Rethinking Brand Contamination: How Consumers Maintain Distinction When Symbolic Boundaries Are Breached"
If consumers view their brands as extensions of themselves, what happens when undesirable consumers adopt these same brands? I address this question by examining an issue that is of great concern to managers of high-status brands: the rampant spread... View Details
- March – April 2009
- Article
Market Research and Innovation Strategy in a Duopoly
By: Dominique Lauga and Elie Ofek
We model a duopoly in which ex-ante identical firms must decide where to direct their innovation efforts. The firms face market uncertainty about consumers' preferences for innovation on two product attributes and technology uncertainty about the success of their R&D... View Details
Keywords: Profit; Innovation and Management; Demand and Consumers; Duopoly and Oligopoly; Research and Development; Competitive Strategy
Lauga, Dominique, and Elie Ofek. "Market Research and Innovation Strategy in a Duopoly." Marketing Science 28, no. 2 (March–April 2009): 373–396.
- 02 Oct 2018
- First Look
New Research and Ideas, October 2, 2018
paper we draw on the recent literature to highlight areas in which history has played a particularly prominent role in improving our understanding of growth dynamics. Research at the intersection of historical data, theory, and empirics... View Details
Keywords: Dina Gerdeman
- August 2014
- Technical Note
Conjoint Analysis: A Do it Yourself Guide
By: Elie Ofek and Olivier Toubia
Conjoint Analysis has become one of the most commonly used quantitative market research methods. It has been successfully employed across a wide variety of industries to quantify consumer preferences for products and services. This technical note is intended to provide... View Details
Keywords: Market Research; Conjoint Analysis; Consumer Preferences; Segmentation; Product Development; Demand Measurement; Demand and Consumers; Analysis; Markets
Ofek, Elie, and Olivier Toubia. "Conjoint Analysis: A Do it Yourself Guide." Harvard Business School Technical Note 515-024, August 2014.
- October 1990 (Revised July 1991)
- Case
Zenith: Marketing Research for High Definition Television (HDTV)
Managers at Zenith must decide what marketing research, if any, needs to be done now in order to assess market potential and consumer preference for a technological innovation, high definition television (HDTV) that is yet to be introduced. The case describes various... View Details
Keywords: Technological Innovation; Research; Marketing; Television Entertainment; Electronics Industry
Sultan, Fareena. "Zenith: Marketing Research for High Definition Television (HDTV)." Harvard Business School Case 591-025, October 1990. (Revised July 1991.)
- 23 Mar 2015
- Research & Ideas
It’s Called ‘Price Coherence,’ and It’s Surprisingly Bad for Consumers
Consumers often have the following choice: Either buy something directly from a retailer, or buy it indirectly through an intermediary, which partners with the retailer to attract more buyers. Think purchasing a plane ticket straight from... View Details
- 2011
- Book
Moving Forward: The Future of Consumer Credit and Mortgage Finance
By: Nicolas P. Retsinas and Eric Belsky
The recent collapse of the mortgage market revealed fractures in the credit market that have deep roots in the system's structure, conduct, and regulation. The time has come for a clear-eyed assessment of what happened and how the system should be strengthened and... View Details
Keywords: Financial Crisis; Capital Markets; Credit; Financial Markets; Mortgages; Personal Finance; Governing Rules, Regulations, and Reforms; Demand and Consumers; Financial Services Industry
Retsinas, Nicolas P., and Eric Belsky, eds. Moving Forward: The Future of Consumer Credit and Mortgage Finance. Brookings Institution Press, 2011.
- November 2020
- Case
Axis My India
By: Ananth Raman, Ann Winslow and Kairavi Dey
Pradeep Gupta founded Axis My India (AMI) as a printing and publishing company in 1998. In 2013, AMI expanded into consumer research and election forecasting. Although a relatively unknown entity, AMI predicted several election results accurately. Gupta describes AMI’s... View Details
Keywords: Market Research; Operations; Management; Infrastructure; Logistics; Service Operations; Political Elections; Forecasting and Prediction; Asia; India
Raman, Ananth, Ann Winslow, and Kairavi Dey. "Axis My India." Harvard Business School Case 621-075, November 2020.
- 13 Jan 2003
- Research & Ideas
The Subconscious Mind of the Consumer (And How To Reach It)
to advertisers. Is this an expanding advertising strategy, or something different? Many researchers tell us that one-on-one interviews are superior to focus groups.— Gerald Zaltman A: Probing the unconscious mind of the View Details
Keywords: by Manda Mahoney
- July 2008 (Revised May 2009)
- Teaching Note
The Springfield Nor'easters: Maximizing Revenues in the Minor Leagues (Brief Case)
By: Frank V. Cespedes, Christopher H. Lovelock and Laura Winig
Teaching Note for 2510 View Details
- 10 Jan 2024
- Research & Ideas
Technology and COVID Upended Tipping Norms. Will Consumers Keep Paying?
According to poll findings released by Pew Research Center in November, among nearly 12,000 US adults, around seven in 10 say tipping is expected in more places today than it was five years ago. Only about a third say it’s extremely or... View Details
Keywords: by Anna Lamb, Harvard Gazette